AI · Framework

AI Video Factory (n8n Workflow)

Automated four-stage n8n pipeline for generating AI videos end-to-end

This framework outlines a hands-off video generation pipeline built inside n8n. It coordinates ChatGPT for concept and prompt generation, the FAL API running Veo 3 for video rendering, and Google Sheets for tracking outputs. It provides an operational blueprint for creating autonomous short-form video systems without human intervention.

The framework

Stage 1 Idea Generator: Schedule Trigger → Ideas Generator (Tools Agent) using OpenAI Chat Model, Structured Output Parser, Chat Model/Memory/Tool sub-nodes; auto-generates video ideas with ChatGPT.

Stage 2 Video Prompts: Ideas To Sheets (Google Sheets append) → AI Agent (Tools Agent) with OpenAI Chat Model1; creates scene prompts.

Stage 3 Generate Videos: HTTP Request POST to https://queue.fal.run/fal... → Wait → HTTP Request1; renders videos via Veo 3 through the FAL API (e.g. 'Yeti vlogging with chopsticks'), with auto lip-sync and animation.

Stage 4 Video to Sheets: URL to Sheets (Google Sheets update); logs prompt, caption, video URL and scene details. Clips can optionally be stitched into longer videos and auto-posted to TikTok, IG, YouTube.

What it's for

  • Generate short-form video concepts and scene prompts automatically on a schedule
  • Trigger autonomous AI video rendering through the FAL API
  • Track generated AI video URLs, captions, and metadata inside Google Sheets
  • Build unattended content pipelines for TikTok, Instagram Reels, and YouTube Shorts

Key points

  • Stage 1: Scheduled idea generation using an OpenAI tools agent and structured output parser
  • Stage 2: Scene prompt structuring and row creation in Google Sheets
  • Stage 3: Asynchronous video generation via FAL API queue calls using Veo 3
  • Stage 4: Automated metadata and video URL logging back to Google Sheets

Pricing

Free. Workflow architecture is free; requires API credits for OpenAI and FAL

Details

Type
Framework
Category
AI
Topic
Workflow Automation
Open source
No
Platforms
Self-hosted, Web, API
For
Automation engineers, AI creators, and social media growth teams
Alternative to
Make.com video automations, Zapier video workflows
Tags
n8n, ai video, veo 3, fal api, openai, workflow, automation

Why it was saved

  • @JulianGoldieSEO, 9 June 2025: A concrete, replicable architecture for automated AI video production using ChatGPT, Veo 3, FAL API and Google Sheets, with no editors or humans in the loop.

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